Publications of Luca M. Ghiringhelli

Ghiringhelli, L. M.: Charting Materials-Properties Spaces. E-MRS Spring Meeting 2019, SYMPOSIUM AA: Computations for materials discovery, design and the role of data, Nice, France (2019)

Ghiringhelli, L. M.: Metadata Towards FAIR Data Sharing for Data-Driven Materials Science: Achievements and Open Challenges. Shared metadata and data formats for Big-Data Driven Materials Science: A NOMAD-FAIRDI workshop, Berlin, Germany (2019)

Ghiringhelli, L. M.: Charting Spaces of Materials Properties. CPMD Meeting 2019 - Pushing the Boundaries of Molecular Dynamics, Lausanne, Switzerland (2019)

Ghiringhelli, L. M.: Artificial Intelligence for Data-Driven Materials Science: Achievements and Perspectives. Symposium IRIS 2019, Berlin, Germany (2019)

Ghiringhelli, L. M.: Metadata Towards FAIR Data Sharing for Data-Driven Materials Science: Achievements and Open Challenges. BIG DATA SUMMER – A summer school of the BiGmax Network, Platja d'Aro, Spain (2019)

Ghiringhelli, L. M.: Artificial Intelligence for Data-Driven Materials Science: Achievements and Perspectives. Max Planck Graduate Center for Quantum Materials, Stuttgart, Germany (2019)

Ghiringhelli, L. M.: Artificial Intelligence for Data-Driven Materials Science: Achievements and Perspectives. Seminar, Department of Physics and Astronomy, Aarhus University, Aarhus, Denmark (2019)

Ghiringhelli, L. M.: Beyond Just Fitting Numbers: Artificial Intelligence for Identifying Statistically Exceptional Materials. 2019 MRS Fall Meeting & Exhibit, Boston, MA, USA (2019)

Ghiringhelli, L. M.: Novel Materials Discovery: Big-Data-Analytics Methods and Infrastructure for Building Maps of Materials. DPG-Frühjahrstagung und EPS-CMD27, Symposium Information Driven Materials Research, Berlin, Germany (2018)

Ghiringhelli, L. M.: Data-Driven Materials Science: Critical Role of the Descriptor. Data Science Workshop, Scuola Internazionale Superiore di Studi Avanzati, SISSA, Trieste, Italy (2018)

Ghiringhelli, L. M.: Discovering Interpretable Descriptors Through Compressed Sensing. BiGmax Workshop 2018 on Big-Data-Driven Materials Science, Kloster Irsee, Irsee, Germany (2018)

Ghiringhelli, L. M.: Data-Driven Materials' Properties Maps: Methods and Infrastructure. FHI-aims Developers' and Users' Meeting, Electronic Structure Theory with Numeric Atom-Centered Basis Functions, Munich, Germany (2018)

Ghiringhelli, L. M.: Big-Data Analytics. Hands-On DFT and Beyond: Frontiers of Advanced Electronic Structure and Molecular Dynamics Methods, Beijing, China (2018)

Ghiringhelli, L. M.: The NOMAD Analytics Toolkit: Interactive Big-Data Driven Materials Science over the Web. NOMAD Summer - A hands-on course on tools for novel-materials discovery, Lausanne, Switzerland (2018)

Ghiringhelli, L. M.: Big-Data-Driven Materials Science: Critical Role of the Descriptor. Colloquium, Institute of Nanotechnology, Karlsruhe Institute of Technology (KIT), Eggenstein-Leopoldshafen, Germany (2018)

Ghiringhelli, L. M.: Data-Driven Maps of Materials’ Properties: Methods and Infrastructure. BIOVIA Materials Studio Community Days, Session: Data-Driven Materials Modelling, Brussels, Belgium (2018)

Ghiringhelli, L. M.: HPC for Computationally and Data-Intensive Problems. SuperMUC-NG Next-Gen Science Symposium, Munich, Germany (2018)

Ghiringhelli, L. M.: Data-Driven Materials Science: Statistical Methods and Infrastructure for Learning Maps of Materials’ Properties. Workshop, Molecular Simulation and Engineering, MolSimEng 2018, Milan, Italy (2018)

Ghiringhelli, L. M.: Data-Driven Materials Science: Building Maps of Materials Properties. 2018 E-MRS Fall Meeting and Exhibit, Warsaw, Poland (2018)

Ghiringhelli, L. M.: Data-Driven Materials’ Properties Maps: Methods and Infrastructure. Leverhulme Research Centre for Functional Materials Design Inaugural Symposium, Liverpool, UK (2018)